Advances in Decision Sciences, Image Processing, Security and Computer Vision

Name: Advances in Decision Sciences, Image Processing, Security and Computer Vision | International Conference on Emerging Trends in Engineering (ICETE), Vol. 1
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International Conference on Emerging Trends in Engineering (ICETE), Vol. 1

Suresh Chandra Satapathy K. Srujan Raju K. Shyamala D. Rama Krishna Margarita N. Favorskaya(Editor)

Springer (Publisher)

1st Edition

Published on 12. July 2019

XXXIII, 806 pages

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978-3-030-24322-7 (ISBN)

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Content

Intro
University College of Engineering, Osmania University, Hyderabad, India
Alumni Association University College of Engineering, Osmania University, Hyderabad, India
Foreword
Preface
Acknowledgements
ICETE Organizing Committee
Chief Patron
Patrons
Chairpersons
Conveners
Publication Committee
International Advisory Committee
National Advisory Committee
Finance Committee
Organizing Committee
Technical Committee
Supported and Strengthened By
Contents
About the Editors
A Review on Impact Application of Heart Rate Variability (HRV)
Abstract
1 Introduction
1.1 Autonomous Nervous System (ANS)
2 Literature Review
3 HRV Analysis Method
4 Clinical Application
4.1 HRV as an Indicator of Health
4.2 Alteration in HRV in Various Disease
5 Conclusion
References
Assessment of ECG Signal Quality
Abstract
1 Introduction
2 Materials and Methods
3 Result and Discussion
3.1 RR Interval Variability
3.2 Template Matching-Pearson Correlation
3.3 Skewness and Kurtosis
3.4 Machine Learning Signal Quality Classifier
3.5 Comparison of Error Bar with Statistical Significance
4 Conclusion
References
Identifying Obstructive, Central and Mixed Apnea Syndrome Using Discrete Wavelet Transform
Abstract
1 Introduction
2 Methodology
3 Results and Discussions
4 Conclusions
Acknowledgments
References
Fractal Dimension of Fundoscopical Retinal Images for Diagnosing of Diabetic Retinopathy
Abstract
1 Introduction
2 Methodology
3 Results
3.1 Results of Different Image Processing Tools Applied on Normal Fundus Images
3.2 Results of Different Image Processing Techniques Applied on Fundoscopic Positive Image
3.3 Results of Different Image Processing Tools Applied on Fundoscopic Negative Images
3.4 Mathematical Calculations Using Fractal Dimensions
3.5 Mathematical Calculation Using Neighbourhood Concept
4 Conclusion
References
Photosweep: An Engineering Approach to Develop Cost Effective Sterilization System for Hospitals
Abstract
1 Introduction
2 Structure & Process
2.1 Structure of Water Heating Panel
2.2 Process
2.3 Structure of Chamber (I)
2.4 Process
2.5 Structure of Chamber (II)
2.6 Process
3 Related Calculations
4 Result and Discussion
4.1 Required Time and Efficiency
4.2 Comparison
5 Conclusion
Conflict of interest
References
Splice Junction Prediction in DNA Sequence Using Multilayered RNN Model
Abstract
1 Introduction
2 Related Works
3 Proposed Methodology
3.1 Dataset Preparation
3.2 Sequence Encoding
3.3 Model Development
4 Result and Discussions
4.1 Experimental Setup
4.2 Performance Comparison
5 Conclusion and Future Scope
References
Development of an Inexpensive Proficient Smart Walking Stick for Visually Impaired Peoples
Abstract
1 Introduction
2 Related Works
3 Tools
4 Techniques
4.1 Obstacle Detection
4.2 Processing
4.3 Decision Making
4.4 Calculation of Error
5 Result and Discussion
5.1 Required Time
6 Conclusion
Conflict of interest
References
A Continuum Model and Numerical Simulation for Avascular Tumor Growth
Abstract
1 Introduction
2 Simple Advection-Diffusion Based Model
3 Model Based on Fractional Advection Diffusion
4 Parameter Estimation and Simulation
4.1 Simulation and Discussion
5 Conclusion
Acknowledgement
References
A Review on Methods of Treatment for Diabetic Foot Ulcer
Abstract
1 Introduction
2 Different Methods to Treat Diabetic Foot Ulcers
2.1 Blood Sugar Control
2.2 Off-Loading
2.3 Wound Debridement
2.4 Skin Grafting
2.5 HyperBaric Oxygen Therapy (HBOT)
2.6 Negative Pressure Wound Therapy (NPWT)
2.7 Electrical Stimulation (ES)
2.8 Electrical Stimulation with Local /Global Heating
3 Discussion
4 Conclusion
References
Feature Extraction of Cardiotocography Signal
Abstract
1 Introduction
2 Methodology
2.1 CTGOAS Software
2.2 CTU-UHB Database
2.3 Preprocessing
2.4 Signal Characterization
3 Results and Discussions
4 Conclusion
References
IoT Aided Non-invasive NIR Blood Glucose Monitoring Device
Abstract
1 Introduction
2 Literature Survey
3 Methodology
3.1 Principle
3.2 Block Description
3.3 Working
4 Results
5 Conclusion
References
Correlation Between Serum Levels of p53 During Radiotherapy in Cervical Cancer Patients
Abstract
1 Introduction
2 Methodology
2.1 Patients
2.2 Method
3 Results
4 Conclusion
References
A Comparison of Morphological Features Between Normal and Abnormal Left Ventricle in One Cardiac Cycle
Abstract
1 Introduction
2 Methodology
2.1 Data Collection
2.2 Image Processing
2.2.1 Image Pre-processing
2.2.2 Left Ventricular Contour Extraction
2.3 Parametric Calculations
3 Results
3.1 Extraction of the Left Ventricular Contour
3.2 Calculation of Parameters
4 Conclusion and Future Scope
References
Localization of ECG QRS Waves Through Spectral Estimation of Heart Rate
Abstract
1 Introduction
2 Algorithm
2.1 Pre-processing
2.2 Spectrum Processing
2.3 Time Domain Processing
2.3.1 Size of the Window
3 Results
4 Conclusion Remarks
References
Early Stage Squamous Cell Lung Cancer Detection
Abstract
1 Introduction
2 Methodology
3 Segmentation
4 Experimental Results and Discussion
5 Conclusion
References
RETRACTED CHAPTER: Conditions of Deadlock Detection in Multithreaded Applications Using Inheritable Systems
Abstract
1 Introduction
2 Preparation
2.1 Hereditary Programming
2.2 Simultaneity Control
3 Simultaneity Control
3.1 Outline
3.2 Simultaneity Control Program Generation System
3.3 Program Produced
3.4 Fitness Estimation Capacity
4 Proposed Method
4.1 Requirements
4.2 Grid Lock Detection
4.3 Evaluation of Program's Legitimacy
5 Experiment
5.1 Purpose
5.2 Procedure
5.3 Exploratory Outcome
6 Conclusion
References
Detection of Inappropriate Anonymous Comments Using NLP and Sentiment Analysis
Abstract
1 Introduction
1.1 Existing System
1.2 Related Work
2 Proposed Method
2.1 System Architecture
2.2 System Components
3 Results
4 Conclusion
References
Mahaviracharya Encryption Algorithm (MEA) with Modified Counter Mode and Comparing with AES Algorithm
Abstract
1 Introduction
1.1 Encryption Method
1.2 Decryption Method
2 Background
2.1 Electronic Code Book (ECB) Mode
2.2 Cipher Block Chaining (CBC) Mode
2.3 Cipher Feed Back (CFB) Mode
2.4 Output Feed Back (OFB) Mode
2.5 Counter (CTR) Mode
3 Mahaviracharya Encryption Algorithm (MEA) with Modified Counter Mode
3.1 Encryption
3.2 Decryption
4 Experiment Results and Analysis
4.1 Performance Analysis Based on Encryption Time
4.2 Performance Analysis Based on Decryption Time
5 Conclusion
References
Text Processing of Telugu-English Code Mixed Languages
Abstract
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Data Set
3.2 Data Annotation
3.3 Lexicon Based Approach
3.4 Machine Learning Based Approach
4 Results
5 Error Analysis of Lexicon Based Approach
6 Conclusion and Future Work
References
A Proficient and Smart Electricity Billing Management System
Abstract
1 Introduction
2 Related Work
3 Methodology
4 Research Limitations and Practical Implications
5 Originality and Outcomes
6 Conclusion and Future Scope
References
Building a Character Recognition System for Vehicle Applications
Abstract
1 Introduction
2 Methodology Used
3 Proposed Method
4 Some Applications
5 Optical Character Recognition Applications
6 Conclusion and Future Work
References
RETRACTED CHAPTER: Machine Learning Technique for Smart City Development-Focus on Smart Mobility
Abstract
1 Introduction
2 Related Work
3 Objectives
4 Smart Mobility
5 System Analysis and Methodology
5.1 Machine Learning
5.2 Data Mining
5.3 Unsupervised Clustering
5.4 Inputs for Analysis and Decision Making
5.5 Experimental Work
5.5.1 Basic Architecture for K-Means
6 Algorithm: - Unsupervised Clustering
6.1 K-Means Algorithm
7 Conclusion
References
Smart Posture Detection and Correction System Using Skeletal Points Extraction
Abstract
1 Introduction
2 Proposed Model
2.1 Skeletal Point Extraction and Dataset Creation
2.2 Training the Model Using KNN
2.3 Real-Time Testing
2.4 Correction or Recommendation
3 Conclusion
References
Multicast Symmetric Secret Key Management Scheme in Mobile Ad-hoc Networks
Abstract
1 Introduction
2 Related Work
3 Methodology of Multicast Symmetric Secret Key Management Scheme (MC-SSKMS)
4 Simulation Environment
4.1 Simulation Parameters
4.2 Performance Metrics
5 Results
6 Conclusions
References
An Enhanced Virtual Private Network Authenticated Ad Hoc On-Demand Distance Vector Routing
Abstract
1 Introduction
1.1 Destination Sequence Number
1.2 Hop Count
2 Attacks on AODV Protocol
2.1 Wormhole Attack
2.2 Black Hole Attack
2.3 Flooding Attack
2.4 Sybil Attack
3 Literature Review
4 Proposed Algorithm
4.1 Key Management Configuration
4.2 VPNAODV Configuration and Security Setup
4.3 Message Encryption
4.4 Sending Node
4.5 Receiving Node
5 Simulation Results
5.1 Average Throughput
5.2 End to End Delay
5.3 Energy Consumption
6 Conclusion
References
Safe Drive - Enabling Smart Do not Disturb on Mobile and Tracking Driving Behavior
Abstract
1 Introduction
2 App Features
2.1 Smart DND Mode
2.2 Recording Driving Behavior
3 Methodology
3.1 Approach
3.2 Data Collection
3.3 Threshold Based Method: Decision Tree Classifier
3.4 Collecting Data from Social Websites
4 App Design
5 Results
5.1 Conclusion and Future Work
References
RETRACTED CHAPTER: Viability of an Uncomplicated IoT SaaS Development for Deployment of DIY Applications Over HTTP with Zero Investment
Abstract
1 Introduction
2 Literature Review
3 Proposed Engineering Architecture
4 System Implementation
5 Experimental Setup and Results
6 Conclusion and Future Enhancements
References
Novel Algorithm on Human Body Fall Detection
Abstract
1 Introduction
2 Related Works
3 Approach
3.1 Brief Overview
3.2 Description
3.3 Pseudo Code
3.4 Pictorial View of the Algorithm
3.5 Limitations
4 Conclusion
Acknowledgements
References
Sensitive Information Security in Network as a Service Model in Cloud-IPSec
Abstract
1 Introduction
2 Related Work
3 GNS3 with Cloud Implementation and Experiment
3.1 Proposed Technique IPSEC with Cloud Environment
4 Analytical Analysis
4.1 Space Complexity
4.2 Time Complexity
4.2.1 Encryption or Decryption
4.2.2 Authentication
5 Conclusion
References
Exploratory Data Analysis to Build Applications for Android Developer
Abstract
1 Introduction
2 Analysis
3 Design and Implementation
3.1 Mind Map: Smart Way to Build Application for Android Developers
3.2 App Store Optimization
4 Evaluation
5 Conclusion
References
Time Series Data Mining in Cloud Model
Abstract
1 Introduction
2 The Cloud Model
3 Libvirt Cloud Model
4 Cloud Based Time-Series Framework
4.1 Data Pre-processing
4.2 Characteristics for Extracting Numerical Data
4.3 Prediction Based Rule Mining
4.4 Prediction
5 Conclusions
References
Multi-node MIL-STD-1553 Avionics Bus-Monitor Development Under Linux Platform
Abstract
1 Introduction
2 Problem Definition
3 Bus Monitor Overview
3.1 Data Capture from Hardware
3.2 Extraction Software Architecture
4 Software Development
5 Integration and Testing
6 Conclusion
References
Disease Prediction of Mango Crop Using Machine Learning and IoT
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Data Acquisition
3.1.1 Area Survey
3.1.2 Data Collection
3.2 Disease Prediction
4 Result and Analysis
5 Conclusion
References
A Methodology to Find Artifacts of the Hacker in Man-in-the-Browser Attack
Abstract
1 Introduction
2 Man-in-the-Browser Attack
3 Technique to Find the Artifacts of Hacker in Man-in-the-Browser Attack
4 Conclusion
References
Implementation Effects of E-ID Device in Smart Campus Using IoT
Abstract
1 Introduction
2 Literature Review
2.1 Education System Using Internet of Things
3 Purpose of the Study
4 Research Methodology of Smart Campus
4.1 Research Methodology
5 Discussions on How E-ID Device Works
5.1 Student E-ID Device
5.2 Student's Parent E-ID Device
5.3 Admin Staff
5.4 Limitations
6 Conclusion
References
Malware Detection in Executable Files Using Machine Learning
Abstract
1 Introduction
2 Literature Review
3 Classification Algorithms
3.1 Decision Tree Algorithm [11]
3.2 Random Forest Algorithm [12]
4 Experimental Work
4.1 Training Dataset Characteristics
4.2 Feature Extraction
4.3 Dimensionality Reduction
4.4 Classification
4.5 Detection
5 Experimental Results
5.1 Phase-1 Learning
5.2 Phase-2 Prediction
6 Conclusion
References
RETRACTED CHAPTER: Implementation of Wireless Sensor Network for Home Appliances Control Using IoT
Abstract
1 Introduction
2 Literature Review
3 Proposed Home Monitoring Method
3.1 Microcontroller
3.2 Liquid-Crystal Display (LCD)
3.3 Power Supply Unit
3.4 GSM Module
3.5 DC Motor
3.6 Temperature Sensor
3.7 Light Dependent Resistor (LDR)
3.8 Gas Sensor
4 Results
5 Conclusion and Future Work
References
Load Balancing in Cloud Through Multi Objective Optimization
Abstract
1 Introduction
1.1 Load Balancing in Cloud
1.2 Role of VM Migration in Load Balancing
2 Related Works on Load Balancing in Cloud Computing
3 System Design
3.1 Mathematical Model
3.2 Algorithm
4 Simulation Environment
5 Implementation and Result Analysis
References
Classifying Difficulty Levels of Programming Questions on HackerRank
Abstract
1 Introduction
1.1 A Subsection Sample
2 Methodology
2.1 Data Collection
2.2 Data Cleaning
2.3 Derived Features
2.4 Difficulty Classification
3 Results
4 Conclusion and Future Work
4.1 How We Have Predicted?
4.2 Conclusion
4.3 Future Work
References
Self-Adaptive Communication of Wireless Sensor Networks
Abstract
1 Introduction
2 6LoWPAN
3 Related Work
4 Routing Protocol for Low-Power and Lossy Networks (RPL)
4.1 Overview
4.2 Construction of RPL DODAG
5 RPL Experimental Implementation and Results
5.1 DODAG Construction
5.2 Multi-hop Packet Forwarding
5.3 RPL Repair Mechanism
5.4 Dynamic Routing
6 Conclusions
References
Evaluation of Performance Metrics in GeoRediSpark Framework for GeoSpatial Query Processing
Abstract
1 Introduction
2 Literature Survey
3 Proposed System
3.1 Dataset and Statistics
4 Results and Analysis
5 Conclusions and Future Work
References
CNN Based Medical Assistive System for Visually Challenged to Identify Prescribed Medicines
Abstract
1 Introduction
2 Literature Survey
3 Proposed System
3.1 Dataset Description
4 Results and Analysis
5 Conclusions and Future Work
References
Experimental Analysis of Machine Learning Algorithms in Classification Task of Mobile Network Providers in Virudhunagar District
Abstract
1 Introduction
2 Related Work
2.1 Machine Learning Algorithms for Classification Task - Theoretical Background
2.2 SVM Classification Method
2.3 Neural Network Classification Method
3 Proposed Work
3.1 KNN Based Classification Methodology
3.2 SVM Based Classification Methodology
3.3 Neural Network Classification Methodology
3.4 Performance Analysis
4 Conclusion
References
Performance Evaluation of SVM and Neural Network Classification Methods for Diagnosis of Breast Cancer
Abstract
1 Introduction
2 Literature Survey
3 Supervised Learning Algorithms
4 Data Set Details
5 Experimental Results
5.1 Complete Precision Through Class
6 Finale Along with Forthcoming Work
References
Data Aware Distributed Storage (DAS) for Performance Improvement Across a Hadoop Commodity Cluster
Abstract
1 Introduction
2 Background and Motivations
2.1 Literature Survey
2.2 Hadoop and MapReduce
2.3 Motivation
3 Implementation
3.1 Data Pre-processing
4 Evaluation and Results
4.1 Data Pre-processing
4.2 Data Processing
4.3 Results
References
Dodecahedron Model for Storage of Unstructured Data
Abstract
1 Introduction
2 DDM Modeling
3 Salient Features
4 Implementation
5 DDM Querying Language
6 Comparisons
7 Future Scope
8 Conclusion
References
A Smart Home Assistive Living Framework Using Fog Computing for Audio and Lighting Stimulation
Abstract
1 Introduction
2 Related Work
2.1 Smart Homes for Sufferers from Dementia
2.2 Frameworks for Observing Individuals with Dementia
3 System Description
3.1 Fog Node and OpenCV
3.2 Sensing Units and Audio-Lighting Stimuli
3.3 openHAB and Hue Lights
4 Implementation Details
4.1 Experimental Setup
4.2 Experimental Results
5 Summary and Future Work
References
Hybrid Genetic Algorithm: Traveling Salesman Problem
Abstract
1 Introduction
2 Theoretical Background
2.1 Genetic Algorithm
3 Proposed Approach
3.1 Selection Operator
3.2 Crossover Operator Selections
3.3 Mutation Operator
3.4 Threshold Value
4 Algorithm
4.1 Illustrative Example of HGA
5 Experimentation and Results
6 Conclusion and Further Works
Acknowledgments
References
Critical Evaluation of Predictive Analytics Techniques for the Design of Knowledge Base
Abstract
1 Introduction
2 Related Work
3 Problem Definition
4 Experimental Dataset
5 Methodology
5.1 Clustering Analysis
5.2 Classification
5.3 Feature Selection
6 Experimental Results
7 Conclusion
References
Beyond the Hype: Internet of Things Concepts, Security and Privacy Concerns
Abstract
1 Introduction to Internet of Things
2 Threats with Internet of Things
2.1 These Threats Are in Real
2.2 Some Potential Threats to Internet of Things Ecosystem
2.3 Analysing Different Types of Attacks (with Possible Solutions)
3 Common Challenges in Internet of Things
4 Securing Internet of Things Ecosystem
4.1 Maintaining Data Integrity with Internet of Things
4.2 Establishing Trusted Identity Internet of Things
4.3 Establishing a Public Key Infrastructure for Internet of Things
4.4 Protecting Aggregated Big Data with Encryption
5 What Can We Do?
6 Conclusion
References
A Route Evaluation Method Considering the Subjective Evaluation on Walkability, Safety, and Pleasantness by Elderly Pedestrians
Abstract
1 Introduction
2 Related Work
3 Proposed Method
4 Acceptable Time Delay for Considering Users' Preferences
5 Construction of Revised Cost Functions Based on Subjective Evaluation Data by Elderly People
5.1 Addition of Candidate Factors Based on Small-Scale Surveys
5.2 Collection of Subjective Evaluation Data on Acceptable Time Delay for Each Factor
5.3 Revised Cost Function for Each Factor
6 Evaluation of Basic Validity of Proposed Method
7 Conclusion
Acknowledgments
References
Multi Controller Load Balancing in Software Defined Networks: A Survey
Abstract
1 Introduction
2 Switch Migration
3 Existing Proposals
3.1 ElastiCon
3.2 DHA
3.3 SMDM
3.4 HeS-CoP
3.5 BalCon
3.6 EASM
3.7 DCSM
3.8 MQPC
4 Comparative Analysis
5 Conclusion
References
Interesting Pattern Mining Using Item Influence
Abstract
1 Introduction
2 Related Work
3 Proposed Method
3.1 Item Influence
3.2 Transaction Influence
3.3 Influential Weight
3.4 Algorithm
4 Experimental Analysis
5 Conclusion and Future Work
Acknowledgement
References
Search Engines and Meta Search Engines Great Search for Knowledge: A Frame Work on Keyword Search for Information Retrieval
Abstract
1 Introduction
1.1 Information Retrieval and Search Engine Components
1.2 Information Retrieval (IR) Algorithms
1.3 Technological Evolution of SEs
1.4 Search Engine Use Case Diagram
1.5 Search Engine Working Process
2 Types of Search Engines
2.1 General Search Engines
2.2 Subject Search Engines
2.3 Limitations of Search Engines
3 Meta Search Engines
3.1 Technological Evolution of MSEs
3.2 Meta Search Engine Working Process (MSE)
4 Keyword Search Architecture and Modules
5 Keyword Search Program Output
5.1 Search Engine Search Crawler - KeyWord Search Frame Work
6 Conclusion and Suggestions for Future Research
References
Web Resources
Model Based Approach for Design and Development of Avionics Display Application
Abstract
1 Introduction
1.1 OpenGL SC Code Generation for Safety Critical Systems
2 Avionics Display Design Approach with Model Based Tool
3 Design Scheme for Avionics Display
3.1 Primary Flight Display
3.2 Engine Indicating and Crew Alerting System
4 Conclusion
References
Thyroid Diagnosis Using Multilayer Perceptron
Abstract
1 Introduction
2 Literature Review
3 Proposed Methodology
3.1 Training MLP Network
3.2 Testing MLP Network
3.3 Back Propagation Neural Network (BPNN)
4 Simulation and Results
5 Conclusion
References
Optimal Sensor Deployment Using Ant Lion Optimization
Abstract
1 Introduction
2 Ant Lion Optimization
3 Wireless Sensor Network Coverage
3.1 Binary Sensing Model
3.2 Probability Sensing Model
4 Proposed Methodology
5 Simulations
5.1 Experimental Setup
5.2 Performance Evaluation
6 Conclusion
References
Text Steganography: Design and Implementation of a Secure and Secret Message Sharing System
Abstract
1 Introduction
2 Related Work
3 Proposed Approach
3.1 Embedding Process
3.2 Extraction Process
4 Results
5 Conclusions and Future Work
References
Commercial and Open Source Cloud Monitoring Tools: A Review
Abstract
1 Introduction
1.1 Need for Cloud Monitoring Tools
1.2 General Cloud Monitoring Architecture
1.3 Properties of Cloud Monitoring Tools
2 Commercial Cloud Monitoring Tools
3 Open Source Cloud Monitoring Tools
4 Taxonomy of Cloud Monitoring Tools
5 Conclusion
References
Developing Social-Media Based Text Corpus for San'ani Dialect (SMTCSD)
Abstract
1 Introduction
1.1 Related Work
2 Data Selection and Collection
2.1 Data Selection
2.2 Data Collection
3 Preprocessing
3.1 Cleaning
3.2 Normalization
4 Corpus Design and Construction
5 Corpus Processing
5.1 Corpus Size
5.2 Types of the Corpus
6 Results
7 Conclusion
References
A Survey on Data Science Approach to Predict Mechanical Properties of Steel
Abstract
1 Introduction
2 Classification Techniques
2.1 SVM (Support Vector Machine)
2.1.1 SVM Kernels
2.2 Decision Tree
2.3 Neural Networks
2.4 Regression
3 Steel, It's Types, Grades and Mechanical Properties
3.1 Types of Steels
3.2 Steel Grades
3.3 Mechanical Properties of Steel
4 Literature Study
5 Proposed System
6 Conclusion
References
Image Steganography Using Random Image
Abstract
1 Introduction
1.1 Image Processing
1.2 Steganography
2 Existing Method
3 Proposed Method
3.1 Encryption Algorithm
3.2 Decryption Algorithm
3.3 Illustrative Example
4 Result Analysis
5 Conclusion and Future Scope
References
Method Level Code Smells: Chernoff Face Visualization
Abstract
1 Introduction
2 Related Work
3 Visualization of Long Method and Feature Envy Smells
3.1 Long Method and Feature Envy
3.2 Indicators and Metrics Used
3.3 Chernoff Face Visualization of Method Level Smells
4 Results and Analysis
5 Conclusion
References
Fingerprint Identification and Matching
Abstract
1 Introduction
2 Fingerprint
3 Recognition of Fingerprint
4 Minutiae Extraction Techniques
5 Fingerprint Matching Techniques
6 Algorithm Implementation
7 Results of the Experiments
8 Conclusion
References
Review of Semantic Web Mining in Retail Management System Using Artificial Neural Network
Abstract
1 Introduction
2 Related Works
3 Conclusion
References
Real Time Gender Classification Based on Facial Features Using EBGM
Abstract
1 Introduction
2 Review of Literature
3 Methodology and Implementation
3.1 Face Recognition Using SIFT
3.2 Modules
4 Results
5 Conclusion
References
Integrating Netnographic Analysis and Text Mining for Assessing Satisfaction of Travellers Visiting to India - A Review of Literature
Abstract
1 Introduction and Motivation
1.1 Internet Penetration and E-Commerce Industry in India
1.2 Tourism and E-Commerce in India
2 What Is Netnography?
2.1 Why to Use Netnography
3 E-Commerce and Text Mining
3.1 Text Mining Using RAPIDMINER
3.2 Tokenization and Filtering in RapidMiner
4 Review of Literature
5 Methodology
6 Conclusion
References
Performance Evaluation of STSA Based Speech Enhancement Techniques for Speech Communication System
Abstract
1 Introduction
2 Literature Review
2.1 Magnitude Spectral Subtraction
2.2 Wiener Filtering Methods
3 Proposed Method (MMSE-LSA Modified/MMSE85 Modified)
4 Simulation and Performance Evaluation Using MATLAB
4.1 Spectrographic Results of Simulation
4.2 Simulation Based on Objective Quality Measure
5 Conclusions
References
Optimal Unit Commitment for Thermal Power Systems Using Penguin Search Algorithm
Abstract
1 Introduction
2 Unit Commitment Problem
2.1 Objective Function
2.2 Technical Constraints
3 Resolution of Unit Commitment Using PeSOA
4 Results
5 Conclusion
References
Privacy Preserving Location Monitoring System Using Score Based K-Anonymity
Abstract
1 Introduction
2 Related Work
3 Proposed Score Based Location K-Anonymity
4 Experimental Analysis
5 Conclusion
References
(2, 3) - Remoteness Association of Corridor Network P_{{\varvec n}} Under IBEDE and SIBEDE Loom
Abstract
1 Introduction
2 Binary Equivalent Decimal Edge Graceful Labeling
2.1 Incident Binary Equivalent Decimal Edge Graceful Labeling
2.1.1 Definition
2.1.2 Definition
2.1.3 Example
2.1.4 Example
2.1.5 Theorem
2.2 Definition
2.2.1 Example
2.2.2 Example
2.2.3 Theorem
3 Observation
4 Conclusion
Acknowledgements
References
Cultivar Prediction of Target Consumer Class Using Feature Selection with Machine Learning Classification
Abstract
1 Introduction
2 Related Work
3 Dimensionality Reduction
4 Proposed Work
4.1 System Architecture
4.2 Backward Elimination Method
4.3 Forward Selection Method
4.4 Random Forest Method
5 Implementation and Performance Analysis
5.1 Performance Evaluation of Feature Selection
5.2 Performance Evaluation of Classifiers
6 Conclusion
References
Prediction of Customer Attrition Using Feature Extraction Techniques and Its Performance Assessment Through Dissimilar Classifiers
Abstract
1 Introduction
2 Related Work
3 Feature Extraction Techniques
3.1 Factor Analysis
3.2 Independent Component Analysis
3.3 Singular Value Decomposition
3.4 Principal Component Analysis
4 Analysis of Feature Extraction Techniques
4.1 Implementation Dataset
4.2 Component Analysis
5 Implementation and Performance Analysis
5.1 Performance Evaluation of Feature Extraction
6 Conclusion
References
An Appraisal on Assortment of Optimization Factors in Cloud Computing Environment
Abstract
1 Introduction
2 Cloud Architecture
2.1 Hardware Architecture Layer
2.2 Data Center Infrastructure Layer
2.3 Virtualization Layer
2.4 Distributed Operating System Layer
2.5 Application Platform Layer
2.6 Service Interface Layer
3 Cloud Optimization Factors
3.1 Scheduling
3.2 Load Balancing
3.3 Energy
4 Review on Cloud Optimization
5 Optimization Parameters [49]
6 Conclusion
References
A Modified LEACH Algorithm for WSN: MODLEACH
Abstract
1 Introduction
2 Literature Survey
3 Principle of Hierarchy Algorithms
4 Proposed Algorithm
5 Simulation and Results
6 Conclusion
References
A Hybrid Approach of Wavelet Transform Using Lifting Scheme and Discrete Wavelet Transform Technique for Image Processing
Abstract
1 Introduction
2 Proposed Methodology
3 Conclusion and Further Scope
References
Proportional Cram on Crooked Crisscross for N-Hop Systems
Abstract
1 Introduction
2 Impediment Sketch
3 Study on Probable N-Hop Networks in Irregular Grid (N greaterthan = 1)
4 Inference
5 Propositions
6 Conclusion and Future Work
Acknowledgement
References
Assessment of Cardiovascular Disorders Based on 3D Left Ventricle Model of Cine Cardiac MR Sequence
Abstract
1 Introduction
1.1 Related Study
2 Materials and Methods
2.1 Image Database
2.2 3D LV Model Creation and Volume Estimation
3 Results
4 Conclusion
Acknowledgment
References
Task Scheduling Performance Evaluation of Unreliable Virtual Machines and Cloudlets
Abstract
1 Introduction
2 Introduction to Scheduling
3 Related Work
4 Analysis of Existing Scheduling Algorithm
5 Experimental Setup
6 Performance Analysis
7 Conclusion
References
Safety Assessment with SMS Approach for Software-Intensive Critical Systems
Abstract
1 Introduction
2 Overview of Safety Management System (SMS)
2.1 Risk Management
2.2 Risk Management Methods
2.3 Risk Management Methods
3 SFMEA for Embedded Computer Based Ball Position Control System (BPCS)
4 Conclusions
References
RETRACTED CHAPTER: Lung Cancer Detection with FPCM and Watershed Segmentation Algorithms
Abstract
1 Introduction
2 Literature Review
3 Materials and Methods
4 Experimental Results and Scrutiny
5 Conclusion
References
Early Prediction of Non-communicable Diseases Using Soft Computing Methodology
Abstract
1 Introduction
2 Review of Literature
3 Data Mining and Soft Computing Techniques
3.1 Artificial Neural Network
3.2 Support Vector Machines
4 Proposed Model
5 Experimental Results and Discussion
6 Conclusion
References
High Throughput VLSI Architectures for CRC-12 Computation
Abstract
1 Introduction
2 Analysis of Serial and Parallel Implementations
2.1 CRC-12 Serial Architecture and Single Level Parallel Architecture
2.2 Two Stage Parallel Architecture
2.3 Three Stage Parallel Architecture
3 Simulation Results
3.1 CRC-12 Serial Architecture Simulation
3.2 Modified Single Stage Parallel Architecture
3.3 Proposed Two Stage Parallel Architecture
4 Conclusion
References
Software Application Test Case Generation with OBDM
Abstract
1 Introduction
1.1 Testing Types
1.2 Random Testing
2 Object Behavior Dependence Model (OBDM)
3 Test Case Generation
3.1 Displaying Total Number of Classes in the Application Run: I/PSOLICITATIONCONDUIT: Skc.\Univ.
3.2 Finding Total Functions of Classes
3.3 Outcome If Value
3.4 Finding Ratio Values
3.5 Discovery OBDM Significance
3.6 Displaying OBDM Values as Per Syntax
3.7 LC Coverage
3.8 LP Coverage
3.9 Coalescing LC and LP Exposure Standards
3.10 Final Test Case Generation for Stage 1
4 Conclusion and Future Work
References
RETRACTED CHAPTER: Health Care Using Machine Learning-Aspects
Abstract
1 Primer
1.1 Supervised Learning
1.2 Unsupervised Learning
1.3 Semi-supervised Learning
1.4 Reinforcement Learning
2 Examples of Machine Learning in Healthcare
2.1 Using Directed Learning to Predict Cardiovascular Disease
2.2 Phenotyping Calculations Through AI for Diagnosing the Sicknesses
3 Future of ML
3.1 Improved Unendorsed Algorithms
3.2 Enhanced Personalization
3.3 Increased Taking on of Quantum Computing
4 Conclusion
References
Pipelined Learning Automation for Energy Distribution in Smart Grid
Abstract
1 Introduction
2 Smart Grid Tree Network Model
3 Learning Automata Model of Energy Distribution in Smart Grid
4 Pipelined Learning Automata Model of Energy Distribution
5 Load Request Evaluation Phase in PLA Model
6 Learning Automation Phase in PLA Model
7 Energy Calibration Phase in PLA Model
8 Simulation Results
9 Conclusion
References
Extracting Buildings from Satellite Images Using Feature Extraction Methods
Abstract
1 Introduction
1.1 Literature Survey
2 Feature Extraction Methods
2.1 Edge Extraction
2.2 Grey Scale Morphological Operation
2.3 Haralick Texture Extraction
2.4 Morphological Classification
2.5 Local Statistics Extraction
3 Experimental Results
3.1 Performance Analysis
4 Conclusion
References
Congestion Control Algorithms for Traffic and Resource Control in Wireless Sensor Networks
Abstract
1 Introduction
2 Congestion Control in Wireless Sensor Networks
2.1 Regarding the Reason of Congestion Where the Packets Are Lost [4]
2.2 Regarding the Reason of Congestion How the Packets Are Lost
3 Control Methods
4 Congestion Control Algorithms in Traffic and Resource Control
4.1 Traffic Control
4.2 Resource Control
5 Comparative Studies of Protocols
6 Future Work
7 Conclusion
References
EHR Model for India: To Address Challenges in Quality Healthcare
Abstract
1 Introduction
2 Scope of Work
2.1 Early days and Medical Transcription
2.2 India's Health care Infrastructure
2.3 Organizational challenges in India [18]
3 Literature Study: Existing Systems and Related Efforts
3.1 My Health Web Portal
3.2 Discussion on some Existing Health Record Systems
3.2.1 National EHR System in Singapore [10]
3.2.2 Norway [10]
3.2.3 Sweden's NPO
4 Future Scope
4.1 Ethical Issues in EHR
4.2 Recommended EHR Standards
4.3 Need for Standards
5 Proposed Model
5.1 The Primary Stake Holders Identified Are
5.2 Major Outcomes of EHR System
6 Conclusions
References
A Hybrid Mining Approach: Gender Prediction from Handwriting
Abstract
1 Introduction
2 Related Work
3 Proposed Structure for Data Mining Modeling
4 Methodology
4.1 Feature Extraction
4.1.1 Direction Include (f1)
4.1.2 Curvatures Feature (f2)
4.1.3 Tortuosity Include (f3)
4.1.4 Chain Code Feature (f4 to f7)
4.1.5 Edge-Based Directional Element (f8 to f26)
References
An Implementation on Agriculture Recommendation System Using Text Feature Extraction
Abstract
1 Introduction
2 Methodology
2.1 Implementation
2.2 Pre Processing Phase
2.2.1 Stemming Words Using Stemmer
2.2.2 Characteristic Similarity Calculation
3 Conclusion
References
Identification of Natural Disaster Affected Area Using Twitter
Abstract
1 Introduction
2 Related Work
3 Proposed Method
3.1 Data Source and Dataset
3.2 Classification
3.3 Algorithm
3.3.1 Algorithm for Extraction and Cleaning Data
3.3.2 Algorithm for Classification
3.4 System Model
3.5 Visual Representation
4 Environmental Setup
5 Results
6 Conclusion
7 Future Scope
References
Correction to: Developing Social-Media Based Text Corpus for San'ani Dialect (SMTCSD)
Correction to: Chapter "Developing Social-Media Based Text Corpus for San'ani Dialect (SMTCSD)" in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 3, https://doi.org/10.1007/978-3-030-24322-7_60
Retraction Note to: Advances in Decision Sciences, Image Processing, Security and Computer Vision
Retraction Note to: Chapter 16 in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 3, https://doi.org/10.1007/978-3-030-24322-7_16
Retraction Note to: Chapter 22 in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 3, https://doi.org/10.1007/978-3-030-24322-7_22
Retraction Note to: Chapter 27 in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 3, https://doi.org/10.1007/978-3-030-24322-7_27
Retraction Note to: Chapter 37 in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 3, https://doi.org/10.1007/978-3-030-24322-7_37
Retraction Note to: Chapter 81 in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 3, https://doi.org/10.1007/978-3-030-24322-7_81
Retraction Note to: Chapter 85 in: S. C. Satapathy et al. (Eds.): Advances in Decision Sciences, Image Processing, Security and Computer Vision, LAIS 3, https://doi.org/10.1007/978-3-030-24322-7_85
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